KR20220153992A - Electronic device for design and sales for product based on oline to offline and method for operating thereof - Google Patents

Abstract

The present invention relates to an electronic device for online-to-offline (O2O)-based product design and sales and an operating method thereof. An operating method of a server, according to the present invention, comprises the steps of: providing a first interface to an electronic device of a manufacturer; receiving design information, sales information, and center information about a specific clothing from a first electronic device; transmitting the design information about the specific clothing and registering the sales information in a second interface; initiating sales of the specific clothing when a message informing of production of the specific clothing is received; providing the second interface; transmitting information about a consumer to a center server and transmitting a message informing of a purchase request to the first electronic device; and receiving a fee from the first electronic device. Therefore, it is possible to secure distinctive products and promote the purchase desire of consumers.

Description

Electronic device for product design and sale based on online to offline (O2O) and its operation method

This application relates to an electronic device for product design and sale based on online to offline (O2O) and an operating method thereof.

In order to predict consumer behavior to escape from the offline-centered consumption environment and to provide a purchasing process that combines online and offline, each company is performing online-to-offline (O2O) based marketing.

In the case of performing the O2O-based marketing, the boundaries of online and offline consumption collapse and are not bound by the constraints of time and space, providing customized consumption value and differentiated consumption experience value by providing unique products to consumers. provision may be possible.

However, it is difficult for producers to produce distinctive products that can satisfy consumer needs due to the conditions of producers, so it is difficult to secure distinctive products. Therefore, it is time for a platform technology that provides the convenience of product production for various producers and realizes O2O-based marketing to sell manufactured distinctive products.

According to an embodiment of the present application, one task is to enable the producer to conveniently produce (eg, design) a specific (or distinctive) product (eg, clothing) of the producer and sell the specific product. An electronic device that performs an O2O-based service that relays a company (e.g., a center) and implements an interface that enables a specific manufactured product to be sold to consumers, thereby securing distinctive products and promoting consumers' purchasing desire. It is to provide a way to operate.

According to an embodiment of the present application, another task is to provide the price range and economic effect at which the product produced by the producer will be sold using big data accumulated in the server, so that the product has the creativity to produce a product, but sells the product. It is to provide an electronic device and operation method that perform an O2O-based service that induces producers with no economic knowledge to participate.

According to an embodiment of the present application, another object is an electronic device and operating method for effectively selling a specific product by providing a solution to modify the characteristics or sales strategy of a specific product based on an artificial intelligence model. is in providing

The problem to be solved by this application is not limited to the above-mentioned problem, and problems not mentioned will be clearly understood by those skilled in the art from this specification and the accompanying drawings. .

According to an embodiment, a method of operating a server includes providing a first interface to a manufacturer's electronic device when a manufacturer's first electronic device is connected to the server, wherein the first interface is configured to provide specific clothing. It is implemented to provide a first page including at least one screen for designing and a second page for receiving sales information for sale of the specific clothing that has been designed and center information for a center for production and sales, receiving information on the design of the specific clothing, sales information, and center information from the first electronic device based on the provision of the first interface; transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; registering the sale information in a second interface to sell the specific clothes; starting sales of the specific clothes when receiving a message notifying production of the specific clothes from the center; providing the second interface when a second electronic device of the consumer is connected to the server; When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message notifying the request to the first electronic device; And receiving a fee from the first electronic device; including, an operating method may be provided.

According to one embodiment, a server comprising: a database; communication circuit; and at least one processor, wherein the at least one processor: provides a first interface to the manufacturer's electronic device when the manufacturer's first electronic device is connected to the server, and the first interface provides a first interface to the specific clothing It is implemented to provide a first page including at least one screen for designing and a second page for receiving sales information for sale of the specific clothing that has been designed and center information for a center for production and sales, Based on the provision of the first interface, information about the design of the specific clothing, sales information, and center information are received from the first electronic device, and among a plurality of centers registered in the management server To a center server of a specific center corresponding to the received center information, information on the design of the specific clothing is transmitted so that the specific clothing is produced in the specific center, and to a second interface for sale of the specific clothing When the sales information is registered and a message notifying production of the specific clothes is received from the center, sales of the specific clothes are started, and when a consumer's second electronic device is connected to the server, the second interface and when a purchase request for the specific clothing is received based on the provision of the second interface, information about the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer. A server configured to transmit a message informing of the purchase request to the first electronic device and receive a fee from the first electronic device may be provided.

The solution to the problem is not limited to the above-mentioned solution, and solutions not mentioned will be clearly understood by those skilled in the art from this specification and the accompanying drawings. .

According to an embodiment of the present application, an electronic device and its operating method allow a manufacturer to conveniently manufacture (eg, design) a specific (or distinctive) product (eg, clothing) of the manufacturer, and to obtain a product of the specific product. By relaying producers and companies (e.g., centers) to enable sales, and by implementing an interface that enables specific manufactured products to be sold to consumers, O2O-based services that secure distinctive products and promote consumers' desire to purchase will be performed. can

According to an embodiment of the present application, an electronic device and its operation method provide the price range and economic effect at which a product produced by a producer will be sold using big data accumulated in a server, thereby encouraging creativity to produce a distinctive product. It is possible to perform O2O-based service that induces producers who have but no economic knowledge for product sales to participate.

According to an embodiment of the present application, the electronic device and its operating method provide a solution for modifying the characteristics or sales strategy of a specific product based on an artificial intelligence model, so that the specific product can be effectively sold. .

According to various embodiments, effects are not limited to the above-mentioned effects, and effects not mentioned will be clearly understood by those skilled in the art from this specification and the accompanying drawings. .

1 is a diagram for explaining an example of devices included in a smart design and sales management system according to an embodiment of the present application.
2 is a block diagram showing an example of the configuration of the management server 100 according to an embodiment of the present application.
3 is a block diagram illustrating an example of a configuration of an electronic device 200 according to an embodiment of the present application.
4 is a flowchart illustrating an example of an operation of a smart design and sales management system according to an embodiment of the present application.
5 is a diagram for explaining an example of operations of devices (eg, a management server, a producer device, a consumer device), and a center server according to an embodiment of the present application.
6 is a diagram for explaining an example of an interface provided from a management server to a manufacturer device according to an embodiment of the present application.
7 is a flowchart for explaining another example of the operation of the smart information analysis system according to an embodiment of the present application.
8 is a diagram for explaining an example of an operation of generating an artificial intelligence model for analyzing information on a price range of designed clothing and economic effects of a management server according to an embodiment of the present application.
9 is an operation of calculating an economic effect in a specific price range of clothing designed using an artificial intelligence model of a management server according to an embodiment of the present application and providing information on the calculated economic effect to a manufacturer device. It is a drawing for explaining an example.
10 is a flowchart illustrating another example of an operation of a smart information analysis system according to an embodiment of the present application.
11 is a diagram for explaining an example of an operation of analyzing to provide a solution for specific clothing using an artificial intelligence model of a management server according to an embodiment of the present application.
12 is a diagram for explaining an example of an operation of providing a solution for specific clothing through an interface of a management server according to an embodiment of the present application.

According to an embodiment, a method of operating a server includes providing a first interface to a manufacturer's electronic device when a manufacturer's first electronic device is connected to the server, wherein the first interface is configured to provide specific clothing. It is implemented to provide a first page including at least one screen for designing and a second page for receiving sales information for sale of the specific clothing that has been designed and center information for a center for production and sales, receiving information on the design of the specific clothing, sales information, and center information from the first electronic device based on the provision of the first interface; transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; registering the sale information in a second interface to sell the specific clothes; starting sales of the specific clothes when receiving a message notifying production of the specific clothes from the center; providing the second interface when a second electronic device of the consumer is connected to the server; When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message notifying the request to the first electronic device; And receiving a fee from the first electronic device; including, an operating method may be provided.

According to an embodiment, the first page of the first interface includes a screen for designing at least one pattern for manufacturing the specific clothing, a screen for providing a 3D preview of the specific clothing, and a list of clothing under design. An operating method implemented to include a screen may be provided.

According to an embodiment, determining whether the first electronic device is the manufacturer's electronic device; and providing the first interface when the first electronic device is the manufacturer's electronic device.

According to one embodiment, generating an artificial intelligence model by using a plurality of characteristic information and information about a price range of a plurality of clothes stored in the server as training data, wherein the artificial intelligence model includes a first 1 In response to receiving the characteristic information about clothing, it is set to output weights for each of a plurality of price ranges, and the plurality of characteristic information includes category information to which clothing belongs, characteristic information about clothing, and a center for clothing. receiving a request for analysis of an appropriate price range and economic effect of the specific clothing before setting a selling price of the specific clothing from the first electronic device based on information and providing the first interface; obtaining the plurality of pieces of characteristic information about the specific clothing; identifying weights for each of the plurality of output price ranges in response to inputting the plurality of pieces of information on the specific clothes to the artificial intelligence model; and identifying a first weight having the highest value among the weights for each of the plurality of price ranges and recommending a first price range corresponding to the identified first weight as the appropriate price range. and predicting and providing the economic effect for the specific clothing based on the identified first weight and the sales volume of clothing sold in a specific category to which the specific clothing belongs. have.

According to an embodiment, among the plurality of characteristic information about the plurality of clothes for each of the plurality of categories stored in the server, a plurality of pieces of first information included in a specified ratio of sales volume for each of the plurality of categories are obtained A method of operation, including the step of using the AI model for learning, may be provided.

According to an embodiment, in order to obtain the characteristic information of the specific clothing, obtaining information on at least one clothing pattern from information on the design of the specific clothing; and acquiring information on color and/or saturation and information on the type of line as the feature information by graphically analyzing the at least one clothing pattern; wherein the type of line is the shape of the outline of the clothing pattern and /or a method of operation may be provided, in which the curvature is identified as being analyzed.

According to an embodiment, an operating method may be provided, including providing, as the economic effect, an expected sales volume calculated by multiplying the identified first weight by a sales volume of clothes sold in a specific category to which the specific clothes belong. can

According to an embodiment, when the identified first weight is less than a preset threshold, modifying a specific type of information among the plurality of pieces of information on the specific clothing; The modification of is performed based on the priority of the plurality of information, and the priority of the feature information among the plurality of information is determined based on the frequency of change of the feature information by the producer. When the second weight output based on re-inputting the plurality of pieces of information on the specific clothing for which the specific type of information has been corrected into the artificial intelligence model is greater than or equal to the threshold value, based on the corrected specific type of information An operation method including providing a solution for the specific clothing to the first electronic device may be provided.

According to an embodiment, when the corrected specific type of information includes information on the design of the clothing, displaying information on the design to be modified on the first page of the first interface. ; and recommending a center other than the specific center on the second page when the modified specific type of information includes the center information.

According to one embodiment, a server comprising: a database; communication circuit; and at least one processor, wherein the at least one processor: provides a first interface to the manufacturer's electronic device when the manufacturer's first electronic device is connected to the server, and the first interface provides a first interface to the specific clothing It is implemented to provide a first page including at least one screen for designing and a second page for receiving sales information for sale of the specific clothing that has been designed and center information for a center for production and sales, Based on the provision of the first interface, information about the design of the specific clothing, sales information, and center information are received from the first electronic device, and among a plurality of centers registered in the management server To a center server of a specific center corresponding to the received center information, information on the design of the specific clothing is transmitted so that the specific clothing is produced in the specific center, and to a second interface for sale of the specific clothing When the sales information is registered and a message notifying production of the specific clothes is received from the center, sales of the specific clothes are started, and when a consumer's second electronic device is connected to the server, the second interface and when a purchase request for the specific clothing is received based on the provision of the second interface, information about the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer. A server configured to transmit a message informing of the purchase request to the first electronic device and receive a fee from the first electronic device may be provided.

According to an embodiment, a computer-readable recording medium recording a program for executing a product design and sales method performed in an electronic device, wherein the product design and sales method is performed by connecting a first electronic device of a manufacturer to the server. In this case, providing a first interface to the manufacturer's electronic device, wherein the first interface includes a first page including at least one screen for designing specific clothing and a sale of the specific clothing that has been designed. It is implemented to provide a second page for receiving sales information and center information on centers for production and sales, and based on providing the first interface, the design of the specific clothing from the first electronic device is implemented. receiving information about the product, the sale information, and the center information; transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; registering the sale information in a second interface to sell the specific clothes; starting sales of the specific clothes when receiving a message notifying production of the specific clothes from the center; providing the second interface when a second electronic device of the consumer is connected to the server; When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message notifying the request to the first electronic device; and receiving a fee from the first electronic device.

According to an embodiment, a program stored in a computer readable recording medium for performing a product design and sales method in an electronic device, wherein the product design and sales method is performed when a first electronic device of a manufacturer is connected to the server, and providing a first interface to a manufacturer's electronic device, wherein the first interface includes a first page including at least one screen for designing specific clothing and sales information for sale of the specific clothing that has been designed. and providing a second page for receiving center information on a center for production and sales, and based on the provision of the first interface, information on the design of the specific clothing from the first electronic device. , receiving the sale information and the center information; transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; registering the sale information in a second interface to sell the specific clothes; starting sales of the specific clothes when receiving a message notifying production of the specific clothes from the center; providing the second interface when a second electronic device of the consumer is connected to the server; When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message notifying the request to the first electronic device; and receiving a fee from the first electronic device.

The embodiments described in this specification are intended to clearly explain the idea according to various embodiments to those skilled in the art to which this application belongs, so that this application is not limited by the embodiments described in this specification. No, according to various embodiments, the scope should be construed as including modifications or variations that do not deviate from the spirit, according to various embodiments.

The terminology used in this specification has been selected as a general term that is currently widely used as much as possible in consideration of the function in this application, but it may vary depending on the intention, custom, or emergence of new technology of those skilled in the art to which this application belongs. can However, in the case where a specific term is defined and used in an arbitrary meaning, the meaning of the term will be separately described. Therefore, the terms used in this specification should be interpreted based on the actual meaning of the term and the overall content of this specification, not the simple name of the term.

The drawings accompanying this specification are intended to easily explain the present application, and according to various embodiments, the shapes shown in the drawings may be exaggerated as necessary to aid understanding, so that the present application is limited by the drawings. It is not.

According to various embodiments, a detailed description of a known configuration or function related to the present application in this specification will be omitted if necessary if it is determined that the gist may be obscured.

Various embodiments of this document and terms used therein are not intended to limit the technical features described in this document to specific embodiments, but should be understood to include various modifications, equivalents, or substitutes of the embodiments. In connection with the description of the drawings, like reference numbers may be used for like or related elements. The singular form of a noun corresponding to an item may include one item or a plurality of items, unless the relevant context clearly dictates otherwise. In this document, "A or B", "at least one of A and B", "at least one of A or B," "A, B or C," "at least one of A, B and C," and "A Each of the phrases such as "at least one of , B, or C" may include any one of the items listed together in that phrase, or all possible combinations thereof. Terms such as "first", "second", or "first" or "secondary" may simply be used to distinguish a given component from other corresponding components, and may be used to refer to a given component in another aspect (eg, importance or order) is not limited. A (e.g., first) component is said to be "coupled" or "connected" to another (e.g., second) component, with or without the terms "functionally" or "communicatively." When mentioned, it means that the certain component may be connected to the other component directly (eg by wire), wirelessly, or through a third component.

The term "module" used in this document may include a unit implemented by hardware, software, or firmware, and may be used interchangeably with terms such as logic, logic block, component, or circuit, for example. A module may be an integrally constructed component or a minimal unit of components or a portion thereof that performs one or more functions. For example, according to one embodiment, the module may be implemented in the form of an application-specific integrated circuit (ASIC).

Various embodiments of this document provide one or more instructions stored in a storage medium (eg, internal memory 136 or external memory 138) readable by a machine (eg, electronic device 101). It may be implemented as software (eg, the program 140) including them. For example, a processor (eg, the processor 120 ) of a device (eg, the electronic device 101 ) may call at least one command among one or more instructions stored from a storage medium and execute it. This enables the device to be operated to perform at least one function according to the at least one command invoked. The one or more instructions may include code generated by a compiler or code executable by an interpreter. The device-readable storage medium may be provided in the form of a non-transitory storage medium. Here, 'non-temporary' only means that the storage medium is a tangible device and does not contain signals (e.g., electromagnetic waves), and this term refers to the case where data is stored semi-permanently in the storage medium. It does not discriminate when it is temporarily stored.

According to one embodiment, the method according to various embodiments disclosed in this document may be included and provided in a computer program product. Computer program products may be traded between sellers and buyers as commodities. A computer program product is distributed in the form of a device-readable storage medium (e.g. compact disc read only memory (CD-ROM)), or through an application store (e.g. Play Store™) or on two user devices (e.g. It can be distributed (eg downloaded or uploaded) online, directly between smartphones. In the case of online distribution, at least part of the computer program product may be temporarily stored or temporarily created in a device-readable storage medium such as a manufacturer's server, an application store server, or a relay server's memory.

According to various embodiments, each component (eg, module or program) of the components described above may include a singular entity or a plurality of entities. According to various embodiments, one or more components or operations among the aforementioned corresponding components may be omitted, or one or more other components or operations may be added. Alternatively or additionally, a plurality of components (eg modules or programs) may be integrated into a single component. In this case, the integrated component may perform one or more functions of each of the plurality of components identically or similarly to those performed by a corresponding component of the plurality of components prior to the integration. . According to various embodiments, the actions performed by a module, program, or other component are executed sequentially, in parallel, iteratively, or heuristically, or one or more of the actions are executed in a different order, or omitted. or one or more other actions may be added.

1. Smart design and sales management system

Hereinafter, a smart design and sales management system according to an embodiment of the present application will be described.

In this specification, a smart design and sales management system may be defined as a system that provides a platform service for product design and product sales based on online to online (o2o). The online-to-offline based system may be a system that promotes purchase by consumers by converging online and offline consumption channels. For example, a smart design and sales management system enables product producers to create products (eg clothing) online (eg design), and offline centers (eg production and sales) for production and sale of manufactured goods. Sales center) can improve convenience for producers. In addition, for example, the smart design and sales management system relays the consumer and the manufacturer so that the consumer can purchase a product (e.g., clothing) made by the producer online, and when the product is purchased, the product is delivered from the offline center. By sending it to the consumer, it is possible for the consumer to purchase a distinctive product produced by the manufacturer.

Hereinafter, the smart design and sales management system will be described in more detail.

2. Configuration of smart design and sales management system

1 is a diagram for explaining an example of devices included in a smart design and sales management system according to an embodiment of the present application.

Referring to FIG. 1, the smart design and sales management system includes a management server 100, an electronic device 200 including a producer's electronic device 201 and a customer's electronic device 202, and a center. (300). However, it is not limited to the bar shown in FIG. 1, and the smart design and sales management system may include fewer components than the illustrated devices, or may be implemented to include more components.

According to one embodiment of the present application, the management server 100 may be a server implemented to provide services related to the production and sale of products to producers and consumers. For example, the management server 100 may provide an interface capable of producing (eg, designing) products and registering for sale by manufacturers, and may provide an interface enabling consumers to purchase products registered by manufacturers. The product includes various types of designable products such as clothes, electronic devices, accessories, bags, and accessories, and may include various types of products without being limited thereto. Hereinafter, for convenience of description, an example of the product being clothing will be described. For example, the management server 100 is capable of designing clothing, and provides an interface to the manufacturer's electronic device 201 to enable product registration and relaying of the designed clothing to a center where the designed clothing is manufactured and sold. can do. As another example, the management server 100 may provide an interface for purchasing registered products to the electronic device 201 of the consumer. Also, for example, the management server 100 may allow the selected center 300 to proceed with production and delivery of products. Not limited to what has been described and/or illustrated, delivery of the product may be performed through a relay company or delivery company managed by the center 300 rather than the center 300 producing the product.

According to an embodiment of the present application, the electronic device 200 is capable of communicating with the management server 100 and provides various types of electronic devices usable by users (eg, producers and clients). can include The electronic device may include personal terminals (eg, smart phone, etc.), electronic devices (eg, PC, etc.) provided in a fixed location, and a movable personal laptop computer. For example, users (eg, producers and clients) may access a portal server using the electronic devices 201 and 202 and access the management server 100 through the portal server. . The electronic devices 201 and 202 display an interface provided from the management server 100, and a user (eg, producer or client) receives a service provided by the management server 100 (eg, product design, product design) through the interface. registration, product purchase, etc.).

According to an embodiment of the present application, the center 300 may be a company that produces, sells, and delivers products (eg, clothes) requested to be produced and sold by the management server 100 . The center 300 is not limited to that shown in FIG. 1 and may include a factory for producing goods and a company for sale. The center 300 includes a center server 310 to be described later, and upon receiving a request (eg, product production, product delivery) from the management server 100 through the center server 310, product production and Delivery of goods can be carried out.

2.1. An example of configurations of a smart design and sales management system

Hereinafter, an example of configurations for performing operations of configurations included in the smart design and sales management system will be described. Meanwhile, since the smart design and sales management system may be implemented as a system type or an on-device type according to the purpose of implementation, this will be described later in "2.2 Table of Contents".

2.1.1. An example of the configuration of the management server 100

First, an example of the configuration of the management server 100 will be described.

2 is a block diagram showing an example of the configuration of the management server 100 according to an embodiment of the present application. Meanwhile, not limited to that shown in FIG. 2 , the management server 100 may include fewer or more components than the illustrated components.

Referring to FIG. 2, according to an embodiment, the management server 100 includes a first communication circuit 110, an interface providing module 121, an information acquisition module 122, and a billing module 123. circuit 120 , and a database 130 .

The first communication circuit 110 may communicate with external devices (eg, the center server 310 of the center 300 and the electronic device 200). For example, the first communication circuit 110 is connected to a network through wireless communication or wired communication to establish communication with external devices (eg, the center server 310 of the center 300 and the electronic device 200). , information and/or data may be exchanged through established communications. The wireless communication is, for example, LTE, LTE-A (LTE Advance), CDMA (code division multiple access), WCDMA (wideband CDMA), UMTS (universal mobile telecommunications system), WiBro (Wireless Broadband), or GSM ( Global System for Mobile Communications) and the like may include cellular communication using at least one. According to one embodiment, wireless communication, for example, WiFi (wireless fidelity), Bluetooth, Bluetooth Low Energy (BLE), Zigbee, near field communication (NFC), magnetic secure transmission (Magnetic Secure Transmission), radio It may include at least one of a frequency (RF) and a body area network (BAN). According to one embodiment, wireless communication may include GNSS. The GNSS may be, for example, a Global Positioning System (GPS), a Global Navigation Satellite System (Glonass), a Beidou Navigation Satellite System (hereinafter “Beidou”) or Galileo, the European global satellite-based navigation system. Hereinafter, in this document, "GPS" may be used interchangeably with "GNSS". Wired communication may include, for example, at least one of universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard 232 (RS-232), power line communication, or plain old telephone service (POTS). have. Network 162 may include at least one of a telecommunication network, for example, a computer network (eg, LAN or WAN), the Internet, or a telephone network.

The first control circuit 120 may control overall operations of the management server 100 . To this end, the first control circuit 120 may perform calculations and processing of various types of information and control the operation of elements (eg, the first communication circuit 110) of the management server 100. The first control circuit 120 may be implemented with a computer or similar device according to hardware, software, or a combination thereof. In terms of hardware, the first control circuit 120 may be provided in the form of an electronic circuit (eg, CPU, etc.) that processes electrical signals to perform a control function, and in terms of software, the first control circuit in hardware ( 120) may be provided in the form of a program. Modules included in the first control circuit 120 of the management server 100 described below (eg, interface providing module 121, information acquisition module 122, and billing module 123) are the first control Circuit 120 may be controlled to perform operations associated with the module. In other words, the modules are implemented as programs, computer readable codes, processes, or instructions for controlling to perform operations associated with the modules, and the modules are executed by the first control circuit 120. In this case, the first control circuit 120 may be controlled to perform an operation related to the module. Meanwhile, in the following description, unless otherwise noted, the operation of the electronic device 100 may be interpreted as being performed under the control of the first control circuit 120 .

The first control circuit 120 includes an interface providing module 121, and the interface providing module 121 provides a specific interface (eg, a manufacturer interface or a consumer interface) to the connected electronic device 200. can provide The interface may refer to a web page in which a predetermined function (eg, clothing design, registration of clothing as a product, sale of clothing) provided by the management server 100 to an external device (eg, the electronic device 200) is implemented. can The interface may include various home pages, GNB pages, member management pages, and the like, and each page may include bulletin boards and information. The interface providing module 121 is the electronic device 200 connected to the management server 100, inquires whether it is a manufacturer or a consumer, and if it is a manufacturer, an interface corresponding to the manufacturer (eg, clothing design, clothing as a product). An interface (or web page) including a registering function may be provided, and in the case of a consumer, an interface corresponding to the consumer (eg, an interface (or web page) for purchasing clothes) may be provided. The interface includes at least one graphical user interface element (eg, button, menu, pop-up-menu, drop-down menu), and each element provides a predetermined function (eg, displays a page referenced by the element). , displaying a menu screen). An external device (eg, the electronic device 300) displays an interface (eg, a web page), and based on the displayed interface, a user (eg, producer or consumer) manipulates (eg, selects an element using a mouse or touches). element selection through). The interface includes a text-input field for receiving information, and various types of information can be input through the field. An example of the interface will be described in detail with reference to FIG. 6 .

The first control circuit 120 includes an information acquisition module 122, and the information acquisition module 122 obtains information obtained through an interface provided by the interface providing module 121, and the database 130 can accumulate in For example, the information acquisition module 122 may accumulate information about clothing designed by a manufacturer. The information on the clothing may include information on the design of clothing for clothing production and information on clothing to be sold as a product (eg, category, price, image, details, information on a selected center, etc.) have. Also, for example, the information acquisition module 122 may obtain information about clothes requested to be purchased by the consumer. Based on the information on the clothes requested to be purchased by the consumer of the information obtaining module 122, the center 300 may request delivery of the clothes requested to be purchased.

The first control circuit 120 includes a billing module 123, and the billing module 123 may request billing and / or payment of users (eg, producers and consumers) using the management server 100 have. For example, when a consumer purchases clothing, the billing module 123 may perform payment for clothing (eg, payment through a payment server of a credit card company). Also, for example, the billing module 123 may request the manufacturer of the specific clothing to pay a predetermined fee to the management server 100 when a specific clothing is purchased by a consumer.

The database 130 may store various kinds of information (eg, clothing design information, information on clothing registered as a product, and personal information of users (eg, producers and consumers)). The database 230 may temporarily or semi-permanently store data. For example, in the database 230 of the management server 100, an operating system (OS) for driving the management server 100, data or programs or applications for hosting a web site (eg, web data related to the application) may be stored. Examples of the database 230 include a hard disk drive (HDD), a solid state drive (SSD), a flash memory, a read-only memory (ROM), and a random access memory (RAM). etc. may be present. This database may be provided in a built-in type or a detachable type.

2.1.2. An example of the configuration of the electronic device 200

Hereinafter, an example of a configuration of the electronic device 200 will be described.

3 is a block diagram illustrating an example of a configuration of an electronic device 200 according to an embodiment of the present application. Meanwhile, the electronic device 200 is not limited to that shown in FIG. 3 and may include fewer or more components than the illustrated components.

First, configurations of the electronic device 200 will be described below.

Referring to FIG. 3 , according to an embodiment, an electronic device 200 may include a second communication circuit 210, a second control circuit 220, an input device 230, and a display 240.

The second communication circuit 210 may communicate with an external device (eg, the management server 100). For example, the second communication circuit 210 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the management server 100), and information and/or data through the established communication. can be exchanged. Since the second communication circuit 210 may be implemented like the first communication circuit 110 of the management server 100 described above, duplicate descriptions will be omitted.

The second control circuit 220 may control overall operations of the electronic device 200 . To this end, the second control circuit 220 may perform calculations and processing of various types of information and control the operation of components (eg, the second communication circuit 210) of the electronic device 200. Since the second control circuit 220 may be implemented like the first control circuit 120 of the management server 100 described above, duplicate descriptions will be omitted.

The input device 230 may receive information from a user (eg, producer or consumer) (eg, receive user input (eg, hand writing, drawing, various types of touches, text typing, etc.) on an interface). The input device 230 may be various interfaces or connection ports that receive user input or output information to the user. The input device 230 may be divided into an input module and an output module, and the input module receives a user input from a user. User input may be made in various forms including key input, touch input, and voice input. Examples of input modules capable of receiving such user input include a traditional keypad, keyboard, and mouse, as well as a touch sensor that detects a user's touch, a microphone that receives a voice signal, a camera that recognizes gestures through image recognition, A proximity sensor composed of an illuminance sensor or infrared sensor that detects user approach, a motion sensor that recognizes user motion through an acceleration sensor or gyro sensor, and various other types of input means that detect or receive various types of user input. It is a comprehensive concept that includes all Here, the touch sensor may be implemented as a piezoelectric or capacitive touch sensor that detects a touch through a touch panel attached to a display panel or a touch film, an optical touch sensor that detects a touch by an optical method, and the like. In this case, the input device 230 may be implemented in the display 240 to be described later to receive a user's touch input. In other words, the display 240 may include a touch screen as the input device 230, and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of the user's body. can In addition, the input device 230 may be implemented in the form of an input interface (USB port, PS/2 port, etc.) connecting an external input device that receives a user input instead of a device that detects a user input by itself.

The display 240 may include a liquid crystal display (LCD), a light emitting diode (LED) display, an organic light emitting diode (OLED) display, a microelectromechanical system (MEMS) display, or an electronic paper display. . The display 240 may display an interface provided from the management server 100 .

2.2. Implementation example of smart design and sales management system

As described above, the smart design and sales management system may be implemented as a system type or an on-device type.

According to an embodiment, as described above, an operation of collecting information (eg, information input by users of the management server 100) and an operation of analyzing and visualizing (eg, providing an interface) are performed in the management server 100, When the visualized information (eg, interface) according to the above operations is implemented to be provided to the electronic device 200, the smart design and sales management system may be defined as a system type.

According to another embodiment, when the above configurations are implemented in one physical device, the smart design and sales management system may be defined as an on-device type. For example, all configurations of the management server 100 can be implemented in the electronic device 200, and in this case, the smart design and sales management system can be defined as an on-device type. In this case, an operation of collecting information (eg, information input by a client or information input by a consultant) in the electronic device 200 and visualizing and providing the collected information may be performed.

Also, without being limited to the description, the smart design and sales management system may be implemented as a hybrid type in which a system type and an on-device type are combined as described above. For example, when at least some configurations of the management server 100 are maintained in the management server 100 and other configurations are implemented in the electronic device 200, the corresponding smart design and sales management system may be defined as a hybrid type. have.

3. Operation of Smart Design and Sales Management System

Hereinafter, devices constituting the smart design and sales management system (eg, management server 100, electronic device 200 (eg, manufacturer's electronic device 201, consumer electronic device 202)) and center server ( Various examples of the operation of 310)) will be described.

3.1. Embodiment 1 <Operations for online clothing design and registration for sale/purchase and offline clothing delivery>

According to an embodiment, the management server 100 provides an interface for enabling a manufacturer (or manufacturer device 201) to produce (eg, design) a product (eg, clothing) and sell the manufactured product. can do. The management server 100 may manage the center 300 to produce registered products based on information about the manufacturer's products input through the interface. When receiving a purchase request for a product manufactured by a producer from a consumer, the management server 100 may control the product produced in the center 300 to be sent to the consumer.

4 is a flowchart illustrating an example of an operation of a smart design and sales management system according to an embodiment of the present application. According to various embodiments, the operation of the smart design and sales management system is not limited to the order of operations shown in FIG. 4 and may be performed in a different order from the order shown. Further, according to various embodiments, more operations than the operation of the smart design and sales management system shown in FIG. 4 or at least one operation less may be performed. Hereinafter, FIG. 4 will be described with reference to FIGS. 5 and 6 .

5 is a diagram for explaining an example of operations of devices (eg, a management server 100, a manufacturer device 201, a consumer device 202, and a center server 410) according to an embodiment of the present application. to be. 6 is a diagram for explaining an example of an interface provided from the management server 100 to the maker device 201 according to an embodiment of the present application.

According to one embodiment, the management server 100 identifies that the manufacturer device 201 is connected to the management server 100 in operation 401, and accordingly, in operation 402, the manufacturer device 201 has an interface for clothing design and sale. can provide For example, when the connection of the electronic device 200 to the management server 100 is identified, as shown in 501 of FIG. It may be determined whether it is an object or a consumer device 201 . For example, the management server 100 provides an interface for inquiring whether the electronic device 200 is a producer or a consumer, and when a producer is selected from the electronic device 200, the electronic device 200 determines whether the producer device ( 201), and if a consumer is selected, it may be determined that the electronic device 200 is a consumer device. As another example, the management server 100 stores identification information for each manufacturer device 201 or consumer device 202 in advance, and requests identification information of the connected electronic device 200 so that the received identification information is a producer device ( 201) or the identification information of the consumer device 202 may be determined. The management server 100, as shown in 501 of FIG. 5 , when the currently connected electronic device 200 is the manufacturer device 201, the interface corresponding to the manufacturer device 201 (to be described later, the interface of FIG. 6) (511)) can be provided.

According to an embodiment, the maker device 201 may select a clothing design and a center to produce and sell the designed clothing on the interface 511 provided by the management server 100 in operation 403 . For example, referring to FIG. 6 , the interface provided from the management server 100 includes a first page (page 601 of FIG. 6 ) for producing a product (eg, designing clothing) and selling the manufactured product. A second page (page 602 in FIG. 6 ) for registering risk information and selecting a center for production and sales may be included. For example, the maker device 201 includes a screen 611 for displaying clothes currently being designed received from the management server 100 as shown in 601 of FIG. 6 , a work screen 612 for designing clothes, and An interface including a clothing list screen 613 may be displayed. The manufacturer draws clothes patterns 615 using a predetermined stylus pen 614 or a user's body part (eg, a finger) on the work screen 612 for clothing design, and edits the drawn clothes patterns (eg, You can design clothing by adjusting colors, applying patterns, adjusting shapes). The designed clothes are visually provided through the screen 611, and at this time, the clothes designed in three dimensions (3D) can be provided to the maker as a preview. Clothing for which design is completed may be registered on the list screen 613 . Meanwhile, since well-known functions for clothing design (eg, line thickness adjustment, etc.) may be implemented in the interface, a detailed description thereof will be omitted. When clothing is registered, information about the design of the clothing may be registered in the management server 100 . The information on the design of the clothing may include information on the clothes patterns 615 that have been drawn and/or edited, information on the selected color/pattern, and information on the 3D preview of the designed clothing. After registration of the designed clothes is completed, the manufacturer device 201 may display an interface for inputting information for selling clothes received from the management server 100 as shown in 602 of FIG. 6 . The information for selling the clothes may include sales information 621 including category information, image information, price, and detailed description information, and center information 622 about a center where the clothes are produced and delivered. Each of the sales information 621 (eg, category information, image information, price, and detailed description information) may be input through a text field or in the form of attaching a separate file. The information 622 on the center to be delivered is provided with information on centers pre-registered in the management server 100, and may be selected by a producer. For example, the management server 100 may select and display a center corresponding to a clothing category registered by a manufacturer (eg, capable of producing and selling clothing of the corresponding category) among a plurality of pre-registered centers.

According to an embodiment, the management server 100 receives clothing information 621 and center information 622 from the maker device 201 in operation 404, and sends information about clothing design to the corresponding center server 300 in operation 405. Information is transmitted and sales information and center information may be registered in the management server 100 in operation 406 . For example, all information for clothing sales (eg, clothing information 621 and center information 622) is input through the interface described in 602 of FIG. 6, and the completion button 623 is selected by the manufacturer. In this case, the management server 100 may receive and register clothing information 621 and center information 622 as well as clothing design information from the manufacturer device 201 as shown in 502 of FIG. 5 . The management server 100 identifies the center server 310 of a specific center based on the received center information 622 and uses the identified center server 310 to design information (eg, drawing and/or editing). Information on the completed clothes patterns 615, information on the selected color/pattern, and information on the 3D preview of the designed clothes) may be delivered. The center server 310 may perform a process to produce clothing in the center 300 based on the received clothing design information. The management server 100 may register the received clothing information 621 in an interface to be provided to the consumer device 202 so that it can be sold. For example, an interface provided to the consumer device 202 may be implemented like an existing shopping site, and accordingly, the management server 100 provides a category (eg, a category corresponding to a category included in the received clothing information 621). : Outerwear) can be sold by registering the image, price, and detailed information of the clothing as posts.

According to one embodiment, the management server 100 may receive a completion message from the center server 310 in operation 407 . The management server 100 may start selling the registered clothes based on receiving the completion message.

According to an embodiment, the management server 100 may provide an interface for selling clothing when the consumer device 202 is connected in operation 408 and may receive a request for purchasing specific clothing in operation 409 . For example, when the consumer device 202 is connected to the management server 100 as shown in 503 of FIG. 5, the management server 100 determines whether the consumer device 202 is a consumer or a manufacturer as described above in operation 401. can judge When the connected electronic device is the consumer device 202 , the management server 100 may provide the consumer device 202 with an interface in which the clothing information 621 is registered. When receiving a purchase request for clothes designed by a manufacturer (or maker device 201) from the consumer device 202, the management server 100 sends the center server 310 corresponding to the clothes requested for purchase to the consumer device ( In step 202, the center 300 may request the consumer's address information (eg, the consumer's personal information registered in the management server 100) to send the corresponding clothing. Consumers may receive clothes delivered from the center 300 .

According to an embodiment, the management server 100 may inform the manufacturer device 201 of the manufacturer who designed the specific clothing in operation 410 of product purchase, and receive a fee from the manufacturer device 201 in operation 411 . The fee may be a fee pre-determined by a manager of the management server 100 .

3.2. Embodiment 2 <Example of analyzing and providing appropriate price range and economic effect of designed clothing>

Operations of the above-described smart design and sales management system may be applied to the second embodiment, so duplicate descriptions are omitted.

According to an embodiment, the management server 100 provides characteristic information (eg, characteristic information extracted from design information and information about the center 400) of clothing for each category accumulated in the management server 100. It is possible to provide information on the price range and economic effect of the designed clothing to be sold by using an artificial intelligence model pre-implemented based on the above. Accordingly, the management server 100 may perform an O2O-based service that induces producers who have creativity to produce distinctive products but have no economic knowledge for product sales to participate.

7 is a flowchart for explaining another example of the operation of the smart information analysis system according to an embodiment of the present application. According to various embodiments, the operation of the smart information analysis system is not limited to the order shown in FIG. 7 and may be performed in a different order from the order shown. Also, according to various embodiments, more operations than the operation of the smart information analysis system shown in FIG. 8 or at least one operation less may be performed. Hereinafter, FIG. 7 will be described with reference to FIGS. 8 to 9 .

8 is a diagram for explaining an example of an operation of generating an artificial intelligence model for analyzing information on a price range of designed clothing and economic effects of the management server 100 according to an embodiment of the present application. 9 is a graph of calculating the economic effect of designed clothing in a specific price range using the artificial intelligence model of the management server 100 according to an embodiment of the present application, and providing information on the calculated economic effect to the manufacturer device 201 It is a diagram for explaining an example of an operation provided by .

According to an embodiment, the management server 100 obtains at least some information from information for each of a plurality of clothing categories pre-stored in the management server in operation 701, and generates an artificial intelligence model based on the information obtained in operation 702. can learn For example, as described above, the management server 100 registers information on clothing manufactured by a manufacturer (eg, information on design of clothing, sales information 621, and center information 622), thereby As shown in 801 of 8, information on clothing may be classified according to categories and stored in the database 130. As shown in FIG. 8 , the category (eg outerwear) may include at least one subcategory (eg jacket) associated with the category. The category and subcategory mean the type to which the designed clothing belongs, and can be selected by the manufacturer as described above. Hereinafter, an example of an operation of generating an artificial intelligence model 800 based on big data accumulated in the database 230 of the management server 100 will be described.

In one embodiment, first, the management server 100 determines clothing classified into each of a plurality of categories from the database 130 in order to generate the artificial intelligence model 800 for calculating the appropriate price range and economic effect of the designed clothing. It is possible to acquire (or extract) some of the information about. For example, as shown in FIG. 801 , the management server 100 stores information on clothing included in a higher percentage (eg, 5%) of sales rankings for each category (or subcategories) in a database. (130). For example, the management server 100 may calculate the sales amount for each clothing by accumulating the sales amount for each clothing as the clothing sales activity proceeds, and calculate the sales ranking for each clothing. Based on the calculated sales rank for each apparel, the management server 100 may obtain information on apparel with a sales rank included within a higher percentage (eg, 5%) for each category.

In one embodiment, the management server 100 has characteristics to be used as training data from acquired information on clothing (eg, information on design of clothing, sales information 621, and center information 622). Information and information on price ranges may be extracted (802). For example, the management server 100 may extract characteristic information of clothing from information on the design of clothing as characteristic information. The feature information may include information such as color/pattern information related to the design of clothing, type of line (eg, sharpness, softness, etc.), and type of fabric. The management server 100 graphically analyzes the registered design information for each piece of clothing, identifies a color/pattern, and analyzes the shape and curvature of the lines of the clothes patterns 615 to identify and extract the type of line. . Also, for example, the management server 100 may extract information about the type of fabric for each garment from the sales information 621 as characteristic information and also extract information about a price range. Also, for example, the management server 100 may extract information about the center 300 selected by the manufacturer for each garment from the center information 621 as characteristic information.

In one embodiment, the management server 100 extracts characteristic information (eg, category information, center information, and characteristic information about clothing (eg, color/pattern information, information about line types, and fabric information) extracted as described above. ), etc.) and before learning information about the price range, the management server 100 may process the acquired information into a form capable of learning (e.g., assign text information to a specific value capable of matrix operation and pre-process it) (803). .

In one embodiment, the management server 100 provides processed information (eg, extracted characteristic information (eg, category information, center information, characteristic information on clothing (eg, color/pattern information, information on line types)). , fabric information), etc.) and information on price range) as training data, the artificial intelligence model 800 may be generated by learning. For example, the management server 100 converts clothing-specific property information (eg, category information, center information, and clothing-specific feature information (eg, color/pattern information, line type information, fabric information)) into input data ( input data), and set information on price range information (e.g., 1st price range, 2nd price range, 3rd price range) for each garment as output data, based on various types of artificial intelligence learning algorithms. Learning (eg, parameters (eg, weight learning 840)) may be performed. The artificial intelligence learning algorithm includes various types of well-known machine learning and deep learning algorithms. At this time, the artificial intelligence model 800 generated according to the learning above provides characteristic information 841 for specific clothing (eg, category information, center information, characteristic information for clothing ( In response to input of color/pattern information, line type information, and fabric information), information on weights for each price range (eg, first price range, second price range, and third price range) (842) For example, the management server 100 assigns a weight for each price range in response to input of characteristic information on a specific garment, and responds to input of characteristic information on other garments. In response to this, the operation of assigning a weight to each price range may be continuously performed As a result, the artificial intelligence model 1600 calculates the input characteristic information in response to the input characteristic information for a specific clothing input. Finally, through an operation of multiplying information on specific clothing (eg, color/pattern information, line type information, fabric information) by a weight in each of the layers, To be implemented to output weights for each price range (eg, first price range, second price range, third price range) set as output data. can

According to an embodiment, the management server 100 obtains characteristic information on currently designed clothing in operation 703, inputs the information on currently designed clothing to the artificial intelligence model in operation 704, and based on the output information As a result, it is possible to provide information on recommending price ranges for selling currently designed clothes and information on economic effects. For example, as shown in 901 of FIG. 9 , the management server 100 obtains an appropriate price for specific clothing (eg, clothing A) from the manufacturer device 201 that produced the specific clothing (eg, clothing A) and Requests for economic impact analysis may be received. Receipt of the analysis request may be received before the manufacturer sets a selling price for a specific garment. In this case, the management server 100 may extract characteristic information about specific clothes (eg, clothes A) as shown in 901 of FIG. 9 . For example, as described above, the management server 100 analyzes characteristic information (eg, color/pattern, line type) from information on the design of a specific clothing (eg, clothing A), and Center information of a specific clothing (eg, clothing A) may be extracted from sales information and center information currently input through the interface. As shown in 902 of FIG. 9 , the management server 100 provides characteristic information (eg, category information, center information, characteristic information (eg, color/pattern information, Line type information, fabric information) is processed into a form that can be input to the artificial intelligence model 1600 (eg, text assigned to a specific value), and the processed information is input to the pre-implemented artificial intelligence model 800 Then, weights for each of the output price ranges (eg, the first price range, the second price range, and the third price range) may be identified (921). The management server 100 identifies the highest weight (0.72) among the weights for each price range (eg, the first price range, the second price range, and the third price range), and the price range corresponding to the identified highest weight (eg, the first price range). Price range) can be provided as a recommended price range for a specific garment (eg, clothing A). Accordingly, the manufacturer conveniently sets a price range to sell the designed clothing, and the management server 100 can obtain more commission when sales are promoted accordingly. In addition, the management server 100 multiplies the identified weight (0.72) by the average sales volume of clothes within a specified percentage (eg, top 5%) of a category to which a specific clothing (eg, clothing A) belonging in the first price range belongs. Estimated sales for clothing (eg, clothing A) may be calculated 922 . The management server 100 may provide the estimated sales volume to the producer device 201 so that the producer recognizes it.

3.3 Embodiment 3 <Embodiment of providing a solution for enhancing the economic effect of designed clothing>

Operations of the above-described smart information analysis system may be applied to the second embodiment, so duplicate descriptions are omitted.

According to an embodiment, the management server 100 determines improvement points (eg, weights for a specific price range) of specific clothing to enhance sales effect in a specific price range, based on a result output from the artificial intelligence model 800 (eg, a weight for a specific price range). : Can perform operations to provide solutions including changing the center to sell clothing, improving clothing design (eg, saturation improvement).

10 is a flowchart illustrating another example of an operation of a smart information analysis system according to an embodiment of the present application. According to various embodiments, the operation of the smart information analysis system is not limited to the order shown in FIG. 10 and may be performed in a different order from the order shown. Further, according to various embodiments, more operations than the operation of the smart information analysis system shown in FIG. 10 may be performed, or at least one operation less may be performed. Hereinafter, FIG. 10 will be described with reference to FIGS. 11 and 12 .

FIG. 11 is a diagram for explaining an example of an analysis operation to provide a solution for specific clothes using the artificial intelligence model 800 of the management server 100 according to an embodiment of the present application. 12 is a diagram for explaining an example of an operation of providing a solution for specific clothing through an interface of the management server 100 according to an embodiment of the present application.

According to an embodiment, in operation 1001, the management server 100 corrects some of the characteristic information about a specific garment, inputs the information about the specific garment in which the partial characteristic information has been modified, and inputs the information about the specific garment to an artificial intelligence model, and outputs a first price range It is possible to obtain a weight for , and determine whether the weight obtained in operation 1002 exceeds a threshold value. For example, as described above in the "second embodiment", the management server 100 provides at least some of the information (eg, characteristic information) on clothes currently designed (eg, clothing A) in the artificial intelligence model 800. By processing and inputting , it is possible to identify a weight (eg, 0.72) for a specific price range (eg, the first price range). When the identified weight (eg, 0.72) is smaller than a predetermined threshold value (eg, 0.9), the management server 100 provides information (eg, characteristic information (eg, center Among information and feature information (eg, color/pattern, type of line/textile, etc.)), a specific type of information can be modified. The threshold value (eg, 0.9) may be a threshold value for determining whether to provide a solution. In this case, the type of information to be corrected may be selected according to the priority, and the priority may be set higher when it is determined that it can be easily modified by a specific producer. For example, as shown in 1101 and 1102 of FIG. 11, since the center 300 can be easily changed, the priority of information about the center 300 is high, and then characteristic information can be set in the next priority. Easy-to-change color/pattern information, type of line, fabric, etc. may be set to a low priority, but are not limited thereto, and priorities may be set in various orders in the management server 100. In this case, the priority of the feature information may be set to the highest priority for information that is frequently changed based on information that is most frequently changed by the manufacturer when designing clothing through the interface. For example, since the color/pattern of a specific clothing (eg, clothing A) is most frequently modified by a manufacturer, the priority of the color/pattern may be set high, but is not limited thereto.

Accordingly, in one embodiment, the management server 100, as shown in 1101 of FIG. 11 , information of a specific type (eg, center) among information on specific clothing (eg, clothing A) of the management server 100 can be modified. The modification is based on center information set for other clothes included in the upper range (eg, top 5%) in which sales volume is specified in a specific category (eg, category to which clothing A belongs) at a specific price range (eg, first price range). can be performed For example, other garments are mostly (eg, highest proportion) produced and sold in a center (eg, center B) other than the selected center (eg, center A) for a particular garment (eg, garment A). Center information for a specific garment (eg clothing A) may be modified to another center (eg modified to center B). If the center where other clothes are produced and sold is the same as the center (eg, center A) selected for the specific clothes (eg, clothes A), information of the next priority may be modified. The smart server 300 converts the characteristic information of the currently designed clothing (eg, clothing A) to which the specific type of information (eg, center information) has been modified, as shown in 1101 of FIG. 11, to the artificial intelligence model 800 By re-entering in , it is possible to reacquire a weight (eg, 0.8) for a specific price range (eg, the first price range). According to an embodiment, when the management server 100 determines that the reacquired weight (eg, 0.82) does not exceed a threshold value (eg, 0.9), the management server 100 continues to use other types as shown in 1102 of FIG. 11 . (eg, color/pattern information) is modified (eg, desaturation) to obtain a weight for a specific price range (eg, the first price range), and the obtained weight (eg, 0.91) is a threshold value (eg, 0.9) can be judged. At this time, the management server 100 may select and modify the type of information corresponding to the next priority lower than the priority of previously modified information based on the priority as described above.

According to an embodiment, the management server 100 analyzes a solution for promoting an economic effect of a specific garment based on the modified characteristic information in operation 1003 when the obtained weight value exceeds the threshold value, and analyzes in operation 1004 solution information can be provided. For example, as described above, as a result, the management server 100 may identify a weight value (eg, 0.91) exceeding a threshold value (0.9) by modifying center information and color/pattern information. In this case, the management server 100 may provide recommendation information on an interface provided to a producer, as shown in FIG. 12 , based on the modified information. For example, when clothing design information (eg, color/pattern information) is modified, the management server 100 performs saturation reduction on clothes patterns on the clothing design interface as shown in 1201 of FIG. 12 . Suggested messages can be displayed. Also, for example, when center information is modified, the management server 100 may highlight and provide a recommended center among centers provided on an interface for inputting center information as shown in 1202 of FIG. 12 .

Claims (10)

As a method of operating the server,
and providing a first interface to the manufacturer's electronic device when the manufacturer's first electronic device is connected to the server, wherein the first interface includes at least one screen for designing a specific clothing. It is implemented to provide a second page for receiving sales information for sale of the first page and the specific clothing that has been designed, and center information for a center for production and sales,
receiving information on the design of the specific clothing, sales information, and center information from the first electronic device based on the provision of the first interface;
transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; registering the sale information in a second interface to sell the specific clothes;
starting sales of the specific clothes when receiving a message notifying production of the specific clothes from the center;
providing the second interface when a second electronic device of the consumer is connected to the server;
When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message notifying the request to the first electronic device; and
Receiving a fee from the first electronic device; including,
how it works. According to claim 1,
The first page of the first interface is implemented to include a screen for designing at least one clothing pattern for manufacturing the specific clothing, a screen for providing a 3D preview of the specific clothing, and a clothing list screen under design. ,
how it works. According to claim 2,
determining whether the first electronic device is the manufacturer's electronic device; and
Including, providing the first interface when the first electronic device is the manufacturer's electronic device.
how it works. According to claim 3,
generating an artificial intelligence model by using information on a plurality of characteristics and price ranges of the plurality of garments stored in the server as training data, wherein the artificial intelligence model is configured to determine the characteristics of the first garment In response to receiving information, it is set to output a weight for each of a plurality of price ranges, wherein the plurality of characteristic information includes category information to which clothing belongs, characteristic information of clothing, and center information of clothing,
receiving a request for analysis of an appropriate price range and economic effect of the specific clothing before setting a selling price of the specific clothing from the first electronic device based on the provision of the first interface;
obtaining the plurality of pieces of characteristic information about the specific clothing;
identifying weights for each of the plurality of output price ranges in response to inputting the plurality of pieces of information on the specific clothes to the artificial intelligence model; and
identifying a first weight having the highest value among weights for each of the plurality of price points and recommending a first price point corresponding to the identified first weight as the appropriate price point; and
Estimating and providing the economic effect for the specific clothing based on the identified first weight and the sales volume of clothing sold in a specific category to which the specific clothing belongs; Including,
how it works. According to claim 4,
Among the plurality of characteristic information about the plurality of clothes for each of the plurality of categories stored in the server, a plurality of first pieces of information included in a specified ratio of sales volume for each of the plurality of categories are obtained to determine the performance of the artificial intelligence model. Using for learning; including,
how it works. According to claim 5,
obtaining information on at least one clothing pattern from information on the design of the specific clothing, in order to acquire the feature information on the specific clothing;
and acquiring information on color and/or saturation and information on the type of line as the feature information by graphically analyzing the at least one clothing pattern; wherein the type of line is the shape of the outline of the clothing pattern and / or identified as curvature is analyzed,
how it works. According to claim 6,
Providing, as the economic effect, an expected sales volume calculated by multiplying the identified first weight by the sales volume of clothes sold in a specific category to which the specific clothes belong,
how it works. As a server,
database;
communication circuit; and
at least one processor, wherein the at least one processor:
When a manufacturer's first electronic device is connected to the server, a first interface is provided to the manufacturer's electronic device, and the first interface includes a first page including at least one screen for designing a specific garment and a design completed It is implemented to provide a second page for receiving sales information for the sale of the specific clothing and center information for a center for production and sales,
Receiving information on the design of the specific clothing, sales information, and center information from the first electronic device based on the provision of the first interface;
transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; Registering the sale information in a second interface for sale of the specific clothing;
When receiving a message notifying production of the specific clothing from the center, start selling the specific clothing;
providing the second interface when a second electronic device of the consumer is connected to the server;
When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message informing the request to the first electronic device;
Set to receive a fee from the first electronic device,
server. A computer-readable recording medium recording a program for executing a product design and sales method performed on an electronic device,
The product design and sales method,
and providing a first interface to the manufacturer's electronic device when the manufacturer's first electronic device is connected to the server, wherein the first interface includes at least one screen for designing a specific clothing. It is implemented to provide a second page for receiving sales information for sale of the first page and the specific clothing that has been designed, and center information for a center for production and sales,
receiving information on the design of the specific clothing, sales information, and center information from the first electronic device based on the provision of the first interface;
transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; registering the sale information in a second interface to sell the specific clothes;
starting sales of the specific clothes when receiving a message notifying production of the specific clothes from the center;
providing the second interface when a second electronic device of the consumer is connected to the server;
When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message notifying the request to the first electronic device; and
Receiving a fee from the first electronic device; including,
A computer-readable recording medium. A program stored in a computer-readable recording medium to perform product design and sales methods in an electronic device,
The product design and sales method,
and providing a first interface to the manufacturer's electronic device when the manufacturer's first electronic device is connected to the server, wherein the first interface includes at least one screen for designing a specific clothing. It is implemented to provide a second page for receiving sales information for sale of the first page and the specific clothing that has been designed, and center information for a center for production and sales,
receiving information on the design of the specific clothing, sales information, and center information from the first electronic device based on the provision of the first interface;
transmitting information about the design of the specific clothing to a center server of a specific center corresponding to the received center information among a plurality of centers registered in the management server, so that the specific clothing is produced in the specific center; registering the sale information in a second interface to sell the specific clothes;
starting sales of the specific clothes when receiving a message notifying production of the specific clothes from the center;
providing the second interface when a second electronic device of the consumer is connected to the server;
When a purchase request for the specific clothing is received based on the provision of the second interface, information on the consumer is transmitted to the center server so that the specific clothing is delivered from the specific center to the consumer, and the purchase Transmitting a message notifying the request to the first electronic device; and
Receiving a fee from the first electronic device; including,
A program stored on a computer readable recording medium.

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